[FreeCourseLab.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

• [FreeCourseLab.com] Udemy - Machine Learning, Data Science and Deep Learning with Python
• 1. Getting Started/1. Introduction.mp4 59.6 MB
• 1. Getting Started/1. Introduction.vtt 4.2 KB
• 1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 19.8 MB
• 1. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt 3.6 KB
• 1. Getting Started/3. [Activity] Getting What You Need.mp4 28.1 MB
• 1. Getting Started/3. [Activity] Getting What You Need.vtt 4.2 KB
• 1. Getting Started/3.1 Course Facebook Group.html 109 B
• 1. Getting Started/3.2 Course materials and setup steps.html 100 B
• 1. Getting Started/4. [Activity] Installing Enthought Canopy.mp4 109 MB
• 1. Getting Started/4. [Activity] Installing Enthought Canopy.vtt 12.4 KB
• 1. Getting Started/4.1 Enthought Canopy website.html 86 B
• 1. Getting Started/5. Python Basics, Part 1 [Optional].mp4 133.8 MB
• 1. Getting Started/5. Python Basics, Part 1 [Optional].vtt 32.1 KB
• 1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].mp4 77.2 MB
• 1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].vtt 18.9 KB
• 1. Getting Started/7. Running Python Scripts [Optional].mp4 44.7 MB
• 1. Getting Started/7. Running Python Scripts [Optional].vtt 8.2 KB
• 1. Getting Started/8. Introducing the Pandas Library [Optional].mp4 127.9 MB
• 1. Getting Started/8. Introducing the Pandas Library [Optional].vtt 15.7 KB
• 10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.mp4 67.9 MB
• 10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.vtt 17.1 KB
• 10. Deep Learning and Neural Networks/10. Convolutional Neural Networks (CNN's).mp4 93.1 MB
• 10. Deep Learning and Neural Networks/10. Convolutional Neural Networks (CNN's).vtt 17.6 KB
• 10. Deep Learning and Neural Networks/11. [Activity] Using CNN's for handwriting recognition.mp4 80.8 MB
• 10. Deep Learning and Neural Networks/11. [Activity] Using CNN's for handwriting recognition.vtt 16.3 KB
• 10. Deep Learning and Neural Networks/12. Recurrent Neural Networks (RNN's).mp4 69.2 MB
• 10. Deep Learning and Neural Networks/12. Recurrent Neural Networks (RNN's).vtt 16.3 KB
• 10. Deep Learning and Neural Networks/13. [Activity] Using a RNN for sentiment analysis.mp4 94.8 MB
• 10. Deep Learning and Neural Networks/13. [Activity] Using a RNN for sentiment analysis.vtt 20.7 KB
• 10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.mp4 128.2 MB
• 10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.vtt 17.5 KB
• 10. Deep Learning and Neural Networks/15. Learning More about Deep Learning.mp4 38.6 MB
• 10. Deep Learning and Neural Networks/15. Learning More about Deep Learning.vtt 2.8 KB
• 10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.mp4 80 MB
• 10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.vtt 16.8 KB
• 10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 141.6 MB
• 10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.vtt 17.1 KB
• 10. Deep Learning and Neural Networks/4. Deep Learning Details.mp4 64.2 MB
• 10. Deep Learning and Neural Networks/4. Deep Learning Details.vtt 14.8 KB
• 10. Deep Learning and Neural Networks/5. Introducing Tensorflow.mp4 96.4 MB
• 10. Deep Learning and Neural Networks/5. Introducing Tensorflow.vtt 19.7 KB
• 10. Deep Learning and Neural Networks/6. [Activity] Using Tensorflow, Part 1.mp4 102.3 MB
• 10. Deep Learning and Neural Networks/6. [Activity] Using Tensorflow, Part 1.vtt 19.3 KB
• 10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.mp4 133.6 MB
• 10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.vtt 19.4 KB
• 10. Deep Learning and Neural Networks/8. [Activity] Introducing Keras.mp4 107.5 MB
• 10. Deep Learning and Neural Networks/8. [Activity] Introducing Keras.vtt 28.6 KB
• 10. Deep Learning and Neural Networks/9. [Activity] Using Keras to Predict Political Affiliations.mp4 104.3 MB
• 10. Deep Learning and Neural Networks/9. [Activity] Using Keras to Predict Political Affiliations.vtt 26.1 KB
• 11. Final Project/1. Your final project assignment.mp4 58.9 MB
• 11. Final Project/1. Your final project assignment.vtt 10.1 KB
• 11. Final Project/2. Final project review.mp4 98.5 MB
• 11. Final Project/2. Final project review.vtt 22.2 KB
• 12. You made it!/1. More to Explore.mp4 64.1 MB
• 12. You made it!/1. More to Explore.vtt 6.6 KB
• 12. You made it!/2. Don't Forget to Leave a Rating!.html 564 B
• 12. You made it!/3. Bonus Lecture Discounts to continue your journey!.html 7.4 KB
• 2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.mp4 77.3 MB
• 2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.vtt 14.7 KB
• 2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4 130.4 MB
• 2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.vtt 23.3 KB
• 2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.mp4 28.7 MB
• 2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.vtt 4.5 KB
• 2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.mp4 58.9 MB
• 2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.vtt 10.4 KB
• 2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.mp4 56.1 MB
• 2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.vtt 11.7 KB
• 2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.mp4 92.7 MB
• 2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.vtt 16.5 KB
• 2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4 110.9 MB
• 2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.vtt 23.3 KB
• 2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.mp4 30.1 MB
• 2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.vtt 6.9 KB
• 2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.mp4 75.4 MB
• 2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.vtt 14.6 KB
• 2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4 114.1 MB
• 2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.vtt 25.5 KB
• 2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4 129.4 MB
• 2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.vtt 25.8 KB
• 2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4 116.7 MB
• 2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.vtt 23.4 KB
• 3. Predictive Models/1. [Activity] Linear Regression.mp4 100.5 MB
• 3. Predictive Models/1. [Activity] Linear Regression.vtt 23.1 KB
• 3. Predictive Models/2. [Activity] Polynomial Regression.mp4 66.8 MB
• 3. Predictive Models/2. [Activity] Polynomial Regression.vtt 15.9 KB
• 3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 123.8 MB
• 3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.vtt 22.6 KB
• 3. Predictive Models/4. Multi-Level Models.mp4 47.5 MB
• 3. Predictive Models/4. Multi-Level Models.vtt 9.7 KB
• 4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 98.6 MB
• 4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.vtt 18.9 KB
• 4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.mp4 96 MB
• 4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.vtt 20.3 KB
• 4. Machine Learning with Python/11. Ensemble Learning.mp4 65.2 MB
• 4. Machine Learning with Python/11. Ensemble Learning.vtt 13.1 KB
• 4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.mp4 44.7 MB
• 4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.vtt 9 KB
• 4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.mp4 55 MB
• 4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.vtt 10.8 KB

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